Run
580256

Run 580256

Task 37 (Supervised Classification) diabetes Uploaded 06-06-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_JRip(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.JRip(5)_F3
weka.JRip(5)_N2.0
weka.JRip(5)_O2
weka.JRip(5)_S1
weka.Bagging_JRip(3)_P100
weka.Bagging_JRip(3)_S1
weka.Bagging_JRip(3)_num-slots1
weka.Bagging_JRip(3)_I10
weka.Bagging_JRip(3)_Wweka.classifiers.rules.JRip

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
0.8112
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7618
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4668
Cross-validation details (10-fold Crossvalidation)
KB relative information score
247.6883
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3155
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_101, amd64, Linux, 3.13.0-86-generic]
Precision
0.7626
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7682
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7682
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6941
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4038
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8472
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1849.5971
UserCPU time millis
320
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
320
Cross-validation details (10-fold Crossvalidation)