Run
57584

Run 57584

Task 1764 (Learning Curve) electricity Uploaded 13-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.SimpleLogistic(2)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. 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.SimpleLogistic(2)_H50
weka.SimpleLogistic(2)_I0
weka.SimpleLogistic(2)_M500
weka.SimpleLogistic(2)_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.

21 Evaluation measures

Area under ROC curve
0.8262 ± 0.0063
Per class
Build CPU time
0.9294
Build memory
3200085919.36
F measure
0.7555 ± 0.0057
Per class
Kappa
0.4967 ± 0.0116
KB relative information score
0.3489 ± 0.0107
Mean absolute error
0.3319 ± 0.0055
Mean prior absolute error
0.4886 ± 0
Number of instances
45312
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.7618 ± 0.005
Per class
Predictive accuracy
0.7604 ± 0.0051
Prior entropy
0.9835 ± 0
Recall
0.7604 ± 0.0051
Per class
Relative absolute error
0.6792 ± 0.0113
Root mean prior squared error
0.4943 ± 0
Root mean squared error
0.406 ± 0.0036
Root relative squared error
0.8214 ± 0.0072
SciMark benchmark
1792.3312