Run
152822

Run 152822

Task 139 (Supervised Classification) BNG(breast-cancer,nominal,1000000) Uploaded 10-02-2015 by Joaquin Vanschoren
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Flow

weka.RandomCommittee_RandomTree(2)Weka implementation of RandomCommittee
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001
weka.RandomCommittee_RandomTree(2)_S1
weka.RandomCommittee_RandomTree(2)_num-slots1
weka.RandomCommittee_RandomTree(2)_I10
weka.RandomCommittee_RandomTree(2)_Wweka.classifiers.trees.RandomTree

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
0.7903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7637
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4125
Cross-validation details (10-fold Crossvalidation)
KB relative information score
283890.4087
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2971
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4177
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000000
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
0.7699
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7801
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8778
Cross-validation details (10-fold Crossvalidation)
Recall
0.7801
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7112
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.457
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.399
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.873
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
910.8389
UserCPU time millis
47770
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
6740
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
41030
Cross-validation details (10-fold Crossvalidation)