Run
251049

Run 251049

Task 236 (Supervised Classification) letter Uploaded 04-03-2015 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_PrincipalComponents_Ranker_J48(1)Weka implementation of AttributeSelectedClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.AttributeSelectedClassifier_PrincipalComponents_Ranker_J48(1)_Eweka.attributeSelection.PrincipalComponents
weka.AttributeSelectedClassifier_PrincipalComponents_Ranker_J48(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_PrincipalComponents_Ranker_J48(1)_Wweka.classifiers.trees.J48
weka.PrincipalComponents(11)_R0.95
weka.PrincipalComponents(11)_A5
weka.Ranker(2)_T-1.7976931348623157E308
weka.Ranker(2)_N-1

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
0.9001
Per class
Cross-validation details (33% Holdout set)
F measure
0.7733
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7641
Cross-validation details (33% Holdout set)
KB relative information score
5122.9479
Cross-validation details (33% Holdout set)
Mean absolute error
0.0188
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.074
Cross-validation details (33% Holdout set)
Number of instances
6600
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7746
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7732
Cross-validation details (33% Holdout set)
Prior entropy
4.6998
Cross-validation details (33% Holdout set)
Recall
0.7732
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.2537
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1923
Cross-validation details (33% Holdout set)
Root mean squared error
0.1261
Cross-validation details (33% Holdout set)
Root relative squared error
0.6559
Cross-validation details (33% Holdout set)
SciMark benchmark
1360.2771
UserCPU time millis
2440
Cross-validation details (33% Holdout set)
UserCPU time millis testing
170
Cross-validation details (33% Holdout set)
UserCPU time millis training
2270
Cross-validation details (33% Holdout set)