DEVELOPMENT... OpenML
Run
195095

Run 195095

Task 4556 (Supervised Classification) fl2000 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
0.8505
Per class
F measure
0.8481
Per class
Kappa
0.6761
KB relative information score
331.9342
Mean absolute error
0.2534
Mean prior absolute error
0.4757
Number of instances
670
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8643
Per class
Predictive accuracy
0.8537
Prior entropy
0.9656
Recall
0.8537
Per class
Relative absolute error
0.5328
Root mean prior squared error
0.4873
Root mean squared error
0.364
Root relative squared error
0.7469
SciMark benchmark
940.3347
UserCPU time millis
10
UserCPU time millis training
10