DEVELOPMENT... OpenML
Run
195096

Run 195096

Task 4547 (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
0.928
Per class
F measure
0.8524
Per class
Kappa
0.6726
KB relative information score
27740.1533
Mean absolute error
0.2036
Mean prior absolute error
0.4478
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
0.8539
Per class
Predictive accuracy
0.8515
Prior entropy
0.9233
Recall
0.8515
Per class
Relative absolute error
0.4548
Root mean prior squared error
0.4732
Root mean squared error
0.3186
Root relative squared error
0.6734
SciMark benchmark
906.4475
UserCPU time millis
3400
UserCPU time millis testing
10
UserCPU time millis training
3390