DEVELOPMENT... OpenML
Run
195021

Run 195021

Task 4478 (Supervised Classification) fri_c1_1000_10 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
0.7466
Per class
F measure
0.6791
Per class
Kappa
0.3448
KB relative information score
1981.9819
Mean absolute error
0.4055
Mean prior absolute error
0.4918
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6804
Per class
Predictive accuracy
0.6828
Prior entropy
0.9882
Recall
0.6828
Per class
Relative absolute error
0.8244
Root mean prior squared error
0.4959
Root mean squared error
0.4495
Root relative squared error
0.9064
SciMark benchmark
1386.5717
UserCPU time millis
140
UserCPU time millis training
140