Run
222441

Run 222441

Task 1856 (Supervised Classification) BNG(tic-tac-toe) Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.JRip(4)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(4)_F3
weka.JRip(4)_N2.0
weka.JRip(4)_O2
weka.JRip(4)_S1

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
0.7438
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7711
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.486
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
59282.5416
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.3302
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4532
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
196830
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
0.7724
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7776
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9315
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7776
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.7285
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.476
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.4111
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.8636
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
938.343
UserCPU time millis
23810
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
23760
Cross-validation details (5 times 2-fold Crossvalidation)