Run
2347488

Run 2347488

Task 49 (Supervised Classification) tic-tac-toe Uploaded 26-05-2017 by Miguel Cachada
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Flow

weka.J48(38)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(38)_C0.25
weka.J48(38)_M10

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
0.7533 ± 0.0623
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7502 ± 0.0402
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.435 ± 0.0909
Cross-validation details (10-fold Crossvalidation)
KB relative information score
324.753 ± 5.9329
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3047 ± 0.026
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Number of instances
958
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7647 ± 0.0422
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7662 ± 0.0357
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7662 ± 0.0357
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6726 ± 0.0577
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4077 ± 0.0247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8567 ± 0.0522
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1465.9693
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)