Run
384370

Run 384370

Task 322 (Supervised Classification) BNG(tic-tac-toe) Uploaded 03-04-2015 by Joaquin Vanschoren
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Flow

weka.LWL_DecisionStump(3)Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003. C. Atkeson, A. Moore, S. Schaal (1996). Locally weighted learning. AI Review..
weka.LWL_DecisionStump(3)_Atrue
weka.LWL_DecisionStump(3)_K-1
weka.LWL_DecisionStump(3)_U0
weka.LWL_DecisionStump(3)_Wweka.classifiers.trees.DecisionStump

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
0.7595
Per class
Cross-validation details (33% Holdout set)
F measure
0.7029
Per class
Cross-validation details (33% Holdout set)
Kappa
0.3456
Cross-validation details (33% Holdout set)
KB relative information score
1931.7029
Cross-validation details (33% Holdout set)
Mean absolute error
0.3916
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7034
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7025
Cross-validation details (33% Holdout set)
Prior entropy
0.9315
Cross-validation details (33% Holdout set)
Recall
0.7025
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.864
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4761
Cross-validation details (33% Holdout set)
Root mean squared error
0.4403
Cross-validation details (33% Holdout set)
Root relative squared error
0.9248
Cross-validation details (33% Holdout set)
SciMark benchmark
915.9028
UserCPU time millis
1897160
Cross-validation details (33% Holdout set)
UserCPU time millis testing
1897150
Cross-validation details (33% Holdout set)
UserCPU time millis training
10
Cross-validation details (33% Holdout set)