Run
576963

Run 576963

Task 2076 (Supervised Classification) kropt Uploaded 02-06-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_LWL_RandomTree(1)Weka implementation of AttributeSelectedClassifier
weka.RandomTree(11)_K0
weka.RandomTree(11)_M1.0
weka.RandomTree(11)_V0.001
weka.RandomTree(11)_S1
weka.AttributeSelectedClassifier_LWL_RandomTree(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_LWL_RandomTree(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_LWL_RandomTree(1)_Wweka.classifiers.lazy.LWL
weka.LWL_RandomTree(3)_Atrue
weka.LWL_RandomTree(3)_K-1
weka.LWL_RandomTree(3)_U0
weka.LWL_RandomTree(3)_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
0.8139
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5054
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4478
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14628.9601
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0607
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.5061
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.506
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.506
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6099
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2028
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.909
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1439.8478
UserCPU time millis
1577590
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1577550
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
40
Cross-validation details (10-fold Crossvalidation)