Run
564570

Run 564570

Task 3737 (Supervised Classification) fri_c3_250_50 Uploaded 19-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_AdaBoostM1(1 )Weka implementation of AttributeSelectedClassifier
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AdaBoostM1(2)_P100
weka.AdaBoostM1(2)_S1
weka.AdaBoostM1(2)_I100
weka.AdaBoostM1(2)_Wweka.classifiers.trees.DecisionStump
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_AdaBoostM1(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_AdaBoostM1(1)_Wweka.classifiers.meta.AdaBoostM1

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
0.9309
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8433
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6796
Cross-validation details (10-fold Crossvalidation)
KB relative information score
165.9738
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1664
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4908
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.8439
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.844
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9868
Cross-validation details (10-fold Crossvalidation)
Recall
0.844
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3389
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4954
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3386
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6835
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.5016
UserCPU time millis
520
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
510
Cross-validation details (10-fold Crossvalidation)