DEVELOPMENT... OpenML
Run
194138

Run 194138

Task 1938 (Supervised Classification) waveform-5000 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
0.9709
Per class
F measure
0.8696
Per class
Kappa
0.8047
KB relative information score
37798.8464
Mean absolute error
0.1322
Mean prior absolute error
0.4444
Number of instances
50000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8699
Per class
Predictive accuracy
0.8698
Prior entropy
1.5849
Recall
0.8698
Per class
Relative absolute error
0.2974
Root mean prior squared error
0.4714
Root mean squared error
0.251
Root relative squared error
0.5324
SciMark benchmark
912.5006
UserCPU time millis
2540
UserCPU time millis testing
20
UserCPU time millis training
2520