Run
454500

Run 454500

Task 2 (Supervised Classification) anneal Uploaded 05-06-2015 by Joaquin Vanschoren
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Flow

weka.J48(28)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(28)_C0.25
weka.J48(28)_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
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9096
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.772
Cross-validation details (10-fold Crossvalidation)
KB relative information score
650.1972
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0437
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_45, x86_64, Mac OS X, 10.10.3]
Precision
0.9097
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.912
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3255
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5659
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1519.1492
UserCPU time millis
20.281
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1.626
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
18.655
Cross-validation details (10-fold Crossvalidation)