DEVELOPMENT... OpenML
Run
194174

Run 194174

Task 2332 (Supervised Classification) BNG(cmc) 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
0.6983
Per class
F measure
0.5199
Per class
Kappa
0.2519
KB relative information score
3234.3534
Mean absolute error
0.3845
Mean prior absolute error
0.4306
Number of instances
18247
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.52
Per class
Predictive accuracy
0.5242
Prior entropy
1.5387
Recall
0.5242
Per class
Relative absolute error
0.8928
Root mean prior squared error
0.464
Root mean squared error
0.4377
Root relative squared error
0.9434
SciMark benchmark
938.9967
UserCPU time millis
28670
UserCPU time millis testing
130
UserCPU time millis training
28540