DEVELOPMENT... OpenML
Run
195084

Run 195084

Task 4469 (Supervised Classification) fried 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
0.9147
Per class
F measure
0.8379
Per class
Kappa
0.6759
KB relative information score
209663.9826
Mean absolute error
0.2595
Mean prior absolute error
0.5
Number of instances
407680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8379
Per class
Predictive accuracy
0.8379
Prior entropy
1
Recall
0.8379
Per class
Relative absolute error
0.5191
Root mean prior squared error
0.5
Root mean squared error
0.3442
Root relative squared error
0.6885
SciMark benchmark
942.2229
UserCPU time millis
7420
UserCPU time millis testing
40
UserCPU time millis training
7380