DEVELOPMENT... OpenML
Run
195022

Run 195022

Task 4481 (Supervised Classification) fri_c2_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
0.739
Per class
F measure
0.7618
Per class
Kappa
0.5083
KB relative information score
1988.4176
Mean absolute error
0.4074
Mean prior absolute error
0.4872
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7634
Per class
Predictive accuracy
0.7645
Prior entropy
0.9815
Recall
0.7645
Per class
Relative absolute error
0.8362
Root mean prior squared error
0.4936
Root mean squared error
0.4482
Root relative squared error
0.9081
SciMark benchmark
944.5495
UserCPU time millis
140
UserCPU time millis training
140