Run
374590

Run 374590

Task 1793 (Supervised Classification) credit-approval Uploaded 30-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.RandomForest(5)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(5)_I100
weka.RandomForest(5)_K0
weka.RandomForest(5)_S1
weka.RandomForest(5)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9176
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.8564
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.7092
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
1841.977
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.2482
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
3450
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8564
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.8565
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.8565
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.5025
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.3347
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.6735
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1342.8632
UserCPU time millis
170
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
130
Cross-validation details (5 times 2-fold Crossvalidation)