Run
251034

Run 251034

Task 26 (Supervised Classification) nursery 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
0.9803
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9426
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9158
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11845.5065
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0256
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9428
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9425
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9425
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0936
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1358
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3676
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1360.2771
UserCPU time millis
480
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
440
Cross-validation details (10-fold Crossvalidation)