Run
7342

Run 7342

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)_C0.01
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
0.7587
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7877
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5198
Cross-validation details (10-fold Crossvalidation)
KB relative information score
366.7423
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2897
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
0.8204
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8048
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8048
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3885
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8164
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
925.9321[563.2032842265415902.555042907464484.54051677983614910.22226140528711769.1394630054465]