DEVELOPMENT... OpenML
Run
198000

Run 198000

Task 4229 (Supervised Classification) fbis.wc Uploaded 27-02-2015 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
0.9678
Per class
F measure
0.8238
Per class
Kappa
0.8029
KB relative information score
19914.5443
Mean absolute error
0.0248
Mean prior absolute error
0.1047
Number of instances
24630
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8235
Per class
Predictive accuracy
0.8248
Prior entropy
3.5848
Recall
0.8248
Per class
Relative absolute error
0.2365
Root mean prior squared error
0.2288
Root mean squared error
0.129
Root relative squared error
0.5638
SciMark benchmark
942.9518
UserCPU time millis
614600
UserCPU time millis testing
3990
UserCPU time millis training
610610