DEVELOPMENT... OpenML
Run
194474

Run 194474

Task 3725 (Supervised Classification) auto93 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
0.897
Per class
F measure
0.8177
Per class
Kappa
0.6128
KB relative information score
49.7014
Mean absolute error
0.2221
Mean prior absolute error
0.4701
Number of instances
93
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8184
Per class
Predictive accuracy
0.8172
Prior entropy
0.9573
Recall
0.8172
Per class
Relative absolute error
0.4724
Root mean prior squared error
0.4845
Root mean squared error
0.3606
Root relative squared error
0.7443
SciMark benchmark
1335.643
UserCPU time millis
40
UserCPU time millis training
40

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