Run
218851

Run 218851

Task 1795 (Supervised Classification) credit-g Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.J48graft(1)Geoff Webb: Decision Tree Grafting From the All-Tests-But-One Partition. In: , San Francisco, CA, 1999.
weka.J48graft(1)_C0.25
weka.J48graft(1)_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
0.6553
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7046
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.2794
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
887.0004
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.3369
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7144
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7144
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.8018
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.477
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
1.0409
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
938.343
UserCPU time millis
40
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
40
Cross-validation details (5 times 2-fold Crossvalidation)