Run
152951

Run 152951

Task 3528 (Supervised Classification) la2s.wc 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
0.9243
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7354
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6773
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1614.8688
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1628
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2655
Cross-validation details (10-fold Crossvalidation)
Number of instances
3075
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
0.7434
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.747
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4305
Cross-validation details (10-fold Crossvalidation)
Recall
0.747
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.613
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3643
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2637
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7238
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
932.3943
UserCPU time millis
18150
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
240
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
17910
Cross-validation details (10-fold Crossvalidation)