Run
284147

Run 284147

Task 3054 (Supervised Classification) monks-problems-2 Uploaded 10-03-2015 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
0.786
Per class
Cross-validation details (33% Holdout set)
F measure
0.7724
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5104
Cross-validation details (33% Holdout set)
KB relative information score
89.3542
Cross-validation details (33% Holdout set)
Mean absolute error
0.2515
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4588
Cross-validation details (33% Holdout set)
Number of instances
198
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7721
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7727
Cross-validation details (33% Holdout set)
Prior entropy
0.9279
Cross-validation details (33% Holdout set)
Recall
0.7727
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5482
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4831
Cross-validation details (33% Holdout set)
Root mean squared error
0.4531
Cross-validation details (33% Holdout set)
Root relative squared error
0.9378
Cross-validation details (33% Holdout set)
SciMark benchmark
1343.6648
UserCPU time millis
70
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
UserCPU time millis training
60
Cross-validation details (33% Holdout set)