Run
152826

Run 152826

Task 202 (Supervised Classification) BNG(glass,nominal,137781) 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
0.8798
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6728
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5737
Cross-validation details (10-fold Crossvalidation)
KB relative information score
74833.8292
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1191
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2115
Cross-validation details (10-fold Crossvalidation)
Number of instances
137781
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
0.6743
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6924
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2061
Cross-validation details (10-fold Crossvalidation)
Recall
0.6924
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.563
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3252
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.248
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7626
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
938.9865
UserCPU time millis
6070
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
780
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
5290
Cross-validation details (10-fold Crossvalidation)