Run
556542

Run 556542

Task 29 (Supervised Classification) credit-approval Uploaded 15-04-2016 by Martijn Post
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Flow

weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_IBk(1)Weka implementation of AttributeSelectedClassifier
weka.IBk(7)_K1
weka.IBk(7)_W0
weka.IBk(7)_Atrue
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_IBk(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_IBk(1)_Wweka.classifiers.lazy.IBk

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
0.809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8127
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6201
Cross-validation details (10-fold Crossvalidation)
KB relative information score
426.4074
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.188
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.8127
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.813
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.813
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3805
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4317
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8687
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1744.8652
UserCPU time millis
15.625
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.625
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)