DEVELOPMENT... OpenML
Run
194971

Run 194971

Task 4431 (Supervised Classification) sleuth_ex2016 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
0.7695
Per class
F measure
0.6782
Per class
Kappa
0.3557
KB relative information score
253.3792
Mean absolute error
0.3635
Mean prior absolute error
0.4994
Number of instances
870
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6782
Per class
Predictive accuracy
0.6782
Prior entropy
0.9992
Recall
0.6782
Per class
Relative absolute error
0.7279
Root mean prior squared error
0.4997
Root mean squared error
0.4495
Root relative squared error
0.8996
SciMark benchmark
915.6729
UserCPU time millis
20
UserCPU time millis training
20