Run
531184

Run 531184

Task 3643 (Supervised Classification) sleuth_ex1714 Uploaded 04-03-2016 by Martijn Post
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  • study_15 study_20 weka weka_3.7.13
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(4)Weka implementation of AttributeSelectedClassifier
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(4)_Wweka.classifiers.trees.J48

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
0.9176
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9153
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8282
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36.117
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1217
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4894
Cross-validation details (10-fold Crossvalidation)
Number of instances
47
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.919
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9149
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9852
Cross-validation details (10-fold Crossvalidation)
Recall
0.9149
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2486
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4944
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2816
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5696
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1838.8826
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)