Run
15333

Run 15333

Task 336 (Supervised Classification) electricity Uploaded 04-06-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.01
weka.J48(1)_M15

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.8908
Per class
Cross-validation details (33% Holdout set)
F measure
0.8448
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6824
Cross-validation details (33% Holdout set)
KB relative information score
8384.9655
Cross-validation details (33% Holdout set)
Mean absolute error
0.2309
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8453
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8455
Cross-validation details (33% Holdout set)
Prior entropy
0.9835
Cross-validation details (33% Holdout set)
Recall
0.8455
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.472
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.495
Cross-validation details (33% Holdout set)
Root mean squared error
0.3496
Cross-validation details (33% Holdout set)
Root relative squared error
0.7063
Cross-validation details (33% Holdout set)
SciMark benchmark
911.8675[571.69471399340861015.7906865781697483.449727694041911.80521739130441576.597388678747]