Run
8438

Run 8438

Task 4 (Supervised Classification) labor Uploaded 22-05-2014 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
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9298
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8459
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.8359
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.184
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.457
Cross-validation details (10-fold Crossvalidation)
Number of instances
57
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
0.9298
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9298
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9298
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4025
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4773
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2707
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5673
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.0474[565.39404163109531015.7907504114269483.0147548568529916.58744620763971759.4501199261804]