Run
221261

Run 221261

Task 279 (Supervised Classification) tic-tac-toe Uploaded 01-03-2015 by Jan van Rijn
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Flow

weka.BFTree(3)Haijian Shi (2007). Best-first decision tree learning. Hamilton, NZ. Jerome Friedman, Trevor Hastie, Robert Tibshirani (2000). Additive logistic regression : A statistical view of boosting. Annals of statistics. 28(2):337-407.
weka.BFTree(3)_PPOSTPRUNED
weka.BFTree(3)_M2
weka.BFTree(3)_N5
weka.BFTree(3)_Ctrue
weka.BFTree(3)_S1

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
0.9494
Per class
Cross-validation details (33% Holdout set)
F measure
0.877
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7409
Cross-validation details (33% Holdout set)
KB relative information score
231.9106
Cross-validation details (33% Holdout set)
Mean absolute error
0.1346
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4641
Cross-validation details (33% Holdout set)
Number of instances
316
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8779
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8766
Cross-validation details (33% Holdout set)
Prior entropy
0.9312
Cross-validation details (33% Holdout set)
Recall
0.8766
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.29
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4874
Cross-validation details (33% Holdout set)
Root mean squared error
0.2873
Cross-validation details (33% Holdout set)
Root relative squared error
0.5894
Cross-validation details (33% Holdout set)
SciMark benchmark
1339.4189
UserCPU time millis
110
Cross-validation details (33% Holdout set)
UserCPU time millis training
110
Cross-validation details (33% Holdout set)