Run
9340

Run 9340

Task 49 (Supervised Classification) tic-tac-toe Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.1
weka.J48(1)_M5

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.8482
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8207
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5951
Cross-validation details (10-fold Crossvalidation)
KB relative information score
472.5689
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2346
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
958
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.832
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8288
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8288
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5178
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3609
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7584
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
930.2724[556.5541600708165937.6909709987223489.39918924322484907.70082742804311760.0170946291457]