Run
505084

Run 505084

Task 29 (Supervised Classification) credit-approval Uploaded 08-01-2016 by Xavier Sumba
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Flow

weka.J48(33)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(33)_C0.25
weka.J48(33)_M2

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
0.8791
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8593
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7151
Cross-validation details (10-fold Crossvalidation)
KB relative information score
432.7831
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1967
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, 1.7.0_79, x86_64, Mac OS X, 10.10.5]
Precision
0.8593
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8594
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8594
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3983
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6802
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1600.256
UserCPU time millis
7.269
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2.378
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
4.891
Cross-validation details (10-fold Crossvalidation)