Run
218976

Run 218976

Task 322 (Supervised Classification) BNG(tic-tac-toe) Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.Id3(3)R. Quinlan (1986). Induction of decision trees. Machine Learning. 1(1):81-106.

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
0.7781
Per class
Cross-validation details (33% Holdout set)
F measure
0.7633
Per class
Cross-validation details (33% Holdout set)
Kappa
0.486
Cross-validation details (33% Holdout set)
KB relative information score
5241.9269
Cross-validation details (33% Holdout set)
Mean absolute error
0.2649
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4533
Cross-validation details (33% Holdout set)
Number of instances
12990
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7688
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7604
Cross-validation details (33% Holdout set)
Prior entropy
0.9315
Cross-validation details (33% Holdout set)
Recall
0.7604
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5845
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4761
Cross-validation details (33% Holdout set)
Root mean squared error
0.4466
Cross-validation details (33% Holdout set)
Root relative squared error
0.9382
Cross-validation details (33% Holdout set)
SciMark benchmark
1304.9611
UserCPU time millis
270
Cross-validation details (33% Holdout set)
UserCPU time millis testing
40
Cross-validation details (33% Holdout set)
UserCPU time millis training
230
Cross-validation details (33% Holdout set)