DEVELOPMENT... OpenML
Run
195147

Run 195147

Task 4607 (Supervised Classification) pc4 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
0.9085
Per class
F measure
0.8881
Per class
Kappa
0.4155
KB relative information score
2583.5853
Mean absolute error
0.1401
Mean prior absolute error
0.2148
Number of instances
14580
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.893
Per class
Predictive accuracy
0.9045
Prior entropy
0.5368
Recall
0.9045
Per class
Relative absolute error
0.6524
Root mean prior squared error
0.3274
Root mean squared error
0.2636
Root relative squared error
0.8052
SciMark benchmark
882.7843
UserCPU time millis
720
UserCPU time millis training
720