Run
531239

Run 531239

Task 3698 (Supervised Classification) bank32nh 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
0.8155
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.788
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4967
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2998.1875
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2729
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4281
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.7867
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7925
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8937
Cross-validation details (10-fold Crossvalidation)
Recall
0.7925
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6373
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4627
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3908
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8446
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1838.8826
UserCPU time millis
202.8013
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
202.8013
Cross-validation details (10-fold Crossvalidation)