Run
280679

Run 280679

Task 336 (Supervised Classification) electricity Uploaded 08-03-2015 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
0.8812
Per class
Cross-validation details (33% Holdout set)
F measure
0.861
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7161
Cross-validation details (33% Holdout set)
KB relative information score
10311.6561
Cross-validation details (33% Holdout set)
Mean absolute error
0.1539
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4893
Cross-validation details (33% Holdout set)
Number of instances
14952
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8609
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.861
Cross-validation details (33% Holdout set)
Prior entropy
0.9835
Cross-validation details (33% Holdout set)
Recall
0.861
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3144
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.495
Cross-validation details (33% Holdout set)
Root mean squared error
0.3516
Cross-validation details (33% Holdout set)
Root relative squared error
0.7103
Cross-validation details (33% Holdout set)
SciMark benchmark
1327.2954
UserCPU time millis
12500
Cross-validation details (33% Holdout set)
UserCPU time millis testing
2330
Cross-validation details (33% Holdout set)
UserCPU time millis training
10170
Cross-validation details (33% Holdout set)