Run
243674

Run 243674

Task 279 (Supervised Classification) tic-tac-toe Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.Logistic(5)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(5)_R1.0E-8
weka.Logistic(5)_M-1

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
0.9983
Per class
Cross-validation details (33% Holdout set)
F measure
0.9873
Per class
Cross-validation details (33% Holdout set)
Kappa
0.973
Cross-validation details (33% Holdout set)
KB relative information score
312.0349
Cross-validation details (33% Holdout set)
Mean absolute error
0.0217
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
0.9876
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9873
Cross-validation details (33% Holdout set)
Prior entropy
0.9312
Cross-validation details (33% Holdout set)
Recall
0.9873
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0467
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4874
Cross-validation details (33% Holdout set)
Root mean squared error
0.1133
Cross-validation details (33% Holdout set)
Root relative squared error
0.2324
Cross-validation details (33% Holdout set)
SciMark benchmark
1419.2433
UserCPU time millis
40
Cross-validation details (33% Holdout set)
UserCPU time millis training
40
Cross-validation details (33% Holdout set)