DEVELOPMENT... OpenML
Run
194930

Run 194930

Task 4383 (Supervised Classification) fri_c3_1000_5 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
0.7169
Per class
F measure
0.6519
Per class
Kappa
0.29
KB relative information score
1627.0735
Mean absolute error
0.4207
Mean prior absolute error
0.4921
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
0.6517
Per class
Predictive accuracy
0.6544
Prior entropy
0.9886
Recall
0.6544
Per class
Relative absolute error
0.8549
Root mean prior squared error
0.496
Root mean squared error
0.4596
Root relative squared error
0.9266
SciMark benchmark
940.3347
UserCPU time millis
120
UserCPU time millis training
120