DEVELOPMENT... OpenML
Run
194574

Run 194574

Task 3521 (Supervised Classification) oh15.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
0.9734
Per class
F measure
0.8323
Per class
Kappa
0.8098
KB relative information score
728.8334
Mean absolute error
0.0444
Mean prior absolute error
0.1768
Number of instances
913
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8344
Per class
Predictive accuracy
0.8324
Prior entropy
3.2121
Recall
0.8324
Per class
Relative absolute error
0.251
Root mean prior squared error
0.2973
Root mean squared error
0.1604
Root relative squared error
0.5397
SciMark benchmark
942.9708
UserCPU time millis
192310
UserCPU time millis testing
1180
UserCPU time millis training
191130