DEVELOPMENT... OpenML
Run
194379

Run 194379

Task 3618 (Supervised Classification) puma32H Uploaded 26-02-2015 by Jason
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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
0.6688
Per class
F measure
0.6553
Per class
Kappa
0.3107
KB relative information score
841.8724
Mean absolute error
0.4589
Mean prior absolute error
0.5
Number of instances
8192
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6554
Per class
Predictive accuracy
0.6554
Prior entropy
1
Recall
0.6554
Per class
Relative absolute error
0.9179
Root mean prior squared error
0.5
Root mean squared error
0.4779
Root relative squared error
0.9558
SciMark benchmark
1335.643
UserCPU time millis
1910
UserCPU time millis testing
10
UserCPU time millis training
1900