DEVELOPMENT... OpenML
Run
194974

Run 194974

Task 4417 (Supervised Classification) wind Uploaded 26-02-2015 by Felicia West
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Flow

weka.SimpleLogistic(3)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(3)_I0
weka.SimpleLogistic(3)_M500
weka.SimpleLogistic(3)_H50
weka.SimpleLogistic(3)_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
0.9341
Per class
F measure
0.853
Per class
Kappa
0.7045
KB relative information score
39580.989
Mean absolute error
0.2099
Mean prior absolute error
0.4979
Number of instances
65740
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8533
Per class
Predictive accuracy
0.8532
Prior entropy
0.9969
Recall
0.8532
Per class
Relative absolute error
0.4217
Root mean prior squared error
0.4989
Root mean squared error
0.3206
Root relative squared error
0.6426
SciMark benchmark
906.4475
UserCPU time millis
1420
UserCPU time millis testing
10
UserCPU time millis training
1410