DEVELOPMENT... OpenML
Run
195233

Run 195233

Task 4706 (Supervised Classification) pc1_req 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
0.6269
Per class
F measure
0.6254
Per class
Kappa
0.1487
KB relative information score
183.8997
Mean absolute error
0.4179
Mean prior absolute error
0.4455
Number of instances
3200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6712
Per class
Predictive accuracy
0.6888
Prior entropy
0.9204
Recall
0.6888
Per class
Relative absolute error
0.9381
Root mean prior squared error
0.4718
Root mean squared error
0.4577
Root relative squared error
0.9701
SciMark benchmark
940.3347
UserCPU time millis
50
UserCPU time millis training
50