Run
539797

Run 539797

Task 219 (Supervised Classification) electricity Uploaded 22-03-2016 by Martijn Post
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Flow

weka.LMT(4)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. Machine Learning. 95(1-2):161-205. Marc Sumner, Eibe Frank, Mark Hall: Speeding up Logistic Model Tree Induction. In: 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, 675-683, 2005.
weka.LMT(4)_I-1
weka.LMT(4)_M15
weka.LMT(4)_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
0.9445
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9103
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36236.8809
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0988
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.9103
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9104
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9104
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2023
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5639
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1732.2066
UserCPU time millis
95394.6115
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
31.2002
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
95363.4113
Cross-validation details (10-fold Crossvalidation)