Run
220545

Run 220545

Task 3053 (Supervised Classification) monks-problems-1 Uploaded 01-03-2015 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
0.9774
Per class
Cross-validation details (33% Holdout set)
F measure
0.9836
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9672
Cross-validation details (33% Holdout set)
KB relative information score
176.9199
Cross-validation details (33% Holdout set)
Mean absolute error
0.0167
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.5
Cross-validation details (33% Holdout set)
Number of instances
183
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9841
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9836
Cross-validation details (33% Holdout set)
Prior entropy
1
Cross-validation details (33% Holdout set)
Recall
0.9836
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0334
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5
Cross-validation details (33% Holdout set)
Root mean squared error
0.128
Cross-validation details (33% Holdout set)
Root relative squared error
0.2561
Cross-validation details (33% Holdout set)
SciMark benchmark
1324.8395
UserCPU time millis
60
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
UserCPU time millis training
50
Cross-validation details (33% Holdout set)