DEVELOPMENT... OpenML
Run
196913

Run 196913

Task 4223 (Supervised Classification) tr45.wc 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
0.9823
Per class
F measure
0.9229
Per class
Kappa
0.9129
KB relative information score
6240.0742
Mean absolute error
0.0182
Mean prior absolute error
0.172
Number of instances
6900
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9228
Per class
Predictive accuracy
0.9254
Prior entropy
3.0415
Recall
0.9254
Per class
Relative absolute error
0.1057
Root mean prior squared error
0.2932
Root mean squared error
0.1103
Root relative squared error
0.3763
SciMark benchmark
885.0921
UserCPU time millis
520970
UserCPU time millis testing
2800
UserCPU time millis training
518170