Run
286245

Run 286245

Task 232 (Supervised Classification) anneal Uploaded 12-03-2015 by Joaquin Vanschoren
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Flow

weka.FT(1)Joao Gama (2004). Functional Trees. Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees.
weka.FT(1)_I15
weka.FT(1)_F0
weka.FT(1)_M15
weka.FT(1)_W0.0

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
0.9073
Per class
Cross-validation details (33% Holdout set)
F measure
0.9234
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8273
Cross-validation details (33% Holdout set)
KB relative information score
261.8501
Cross-validation details (33% Holdout set)
Mean absolute error
0.0272
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.141
Cross-validation details (33% Holdout set)
Number of instances
296
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
0.9256
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9223
Cross-validation details (33% Holdout set)
Prior entropy
1.2149
Cross-validation details (33% Holdout set)
Recall
0.9223
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1931
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.2709
Cross-validation details (33% Holdout set)
Root mean squared error
0.1611
Cross-validation details (33% Holdout set)
Root relative squared error
0.5947
Cross-validation details (33% Holdout set)
SciMark benchmark
892.0148
UserCPU time millis
810
Cross-validation details (33% Holdout set)
UserCPU time millis testing
140
Cross-validation details (33% Holdout set)
UserCPU time millis training
670
Cross-validation details (33% Holdout set)