Run
7780

Run 7780

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)_M20

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
0.7494
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7543
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4442
Cross-validation details (10-fold Crossvalidation)
KB relative information score
293.3568
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3227
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
0.7702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7704
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7704
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7123
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4052
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8515
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.4846[563.56724519425261015.7906865781697483.44967579697345914.03067367712611760.5845701777503]