Run
180212

Run 180212

Task 279 (Supervised Classification) tic-tac-toe Uploaded 25-02-2015 by Joaquin Vanschoren
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Flow

weka.NNge(3)Brent Martin (1995). Instance-Based learning: Nearest Neighbor With Generalization. Hamilton, New Zealand. Sylvain Roy (2002). Nearest Neighbor With Generalization. Christchurch, New Zealand.
weka.NNge(3)_G5
weka.NNge(3)_I5

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
0.8095
Per class
Cross-validation details (33% Holdout set)
F measure
0.8144
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6104
Cross-validation details (33% Holdout set)
KB relative information score
191.4501
Cross-validation details (33% Holdout set)
Mean absolute error
0.1867
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
0.8169
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8133
Cross-validation details (33% Holdout set)
Prior entropy
0.9312
Cross-validation details (33% Holdout set)
Recall
0.8133
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4023
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4874
Cross-validation details (33% Holdout set)
Root mean squared error
0.4321
Cross-validation details (33% Holdout set)
Root relative squared error
0.8865
Cross-validation details (33% Holdout set)
SciMark benchmark
1315.395
UserCPU time millis
110
Cross-validation details (33% Holdout set)
UserCPU time millis testing
70
Cross-validation details (33% Holdout set)
UserCPU time millis training
40
Cross-validation details (33% Holdout set)