DEVELOPMENT... OpenML
Run
194929

Run 194929

Task 4390 (Supervised Classification) chatfield_4 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
0.9624
Per class
F measure
0.9011
Per class
Kappa
0.793
KB relative information score
1628.0394
Mean absolute error
0.155
Mean prior absolute error
0.4784
Number of instances
2350
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9011
Per class
Predictive accuracy
0.9013
Prior entropy
0.9689
Recall
0.9013
Per class
Relative absolute error
0.3239
Root mean prior squared error
0.489
Root mean squared error
0.2747
Root relative squared error
0.5617
SciMark benchmark
889.3151
UserCPU time millis
40
UserCPU time millis training
40