DEVELOPMENT... OpenML
Run
194350

Run 194350

Task 3593 (Supervised Classification) 2dplanes 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
0.9176
Per class
F measure
0.8392
Per class
Kappa
0.6783
KB relative information score
22515.2865
Mean absolute error
0.2379
Mean prior absolute error
0.5
Number of instances
40768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8392
Per class
Predictive accuracy
0.8392
Prior entropy
1
Recall
0.8392
Per class
Relative absolute error
0.4757
Root mean prior squared error
0.5
Root mean squared error
0.3402
Root relative squared error
0.6804
SciMark benchmark
938.343
UserCPU time millis
8180
UserCPU time millis testing
40
UserCPU time millis training
8140