Run
1875072

Run 1875072

Task 3951 (Supervised Classification) desharnais Uploaded 30-03-2017 by Daan Dinkla
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Flow

weka.RandomCommittee_RandomTree(7)Weka implementation of RandomCommittee
weka.RandomCommittee_RandomTree(7)_S1
weka.RandomCommittee_RandomTree(7)_num-slots1
weka.RandomCommittee_RandomTree(7)_I10
weka.RandomCommittee_RandomTree(7)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(14)_K0
weka.RandomTree(14)_M1.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1

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.

17 Evaluation measures

Area under ROC curve
0.8294
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7448
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5435
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34.9782
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.242
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3804
Cross-validation details (10-fold Crossvalidation)
Number of instances
81
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7464
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7531
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3765
Cross-validation details (10-fold Crossvalidation)
Recall
0.7531
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4348
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3648
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8391
Cross-validation details (10-fold Crossvalidation)