Run
14740

Run 14740

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 23-05-2014 by Joaquin Vanschoren
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Flow

weka.RandomCommittee_RandomTree(1)Weka implementation of RandomCommittee
weka.RandomCommittee_RandomTree(1)_I10
weka.RandomCommittee_RandomTree(1)_S1
weka.RandomCommittee_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.RandomCommittee_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

Result files

xml
Description

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

arff
Predictions

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

19 Evaluation measures

Area under ROC curve
0.4392
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5509
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.1084
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-9.0674
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2958
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (10-fold Crossvalidation)
Number of instances
90
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5014
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10-fold Crossvalidation)
Recall
0.6111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0305
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4691
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2493
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.8815[561.7522155508621014.7208839634673464.0197769303245908.32981910425011760.5845701777503]