DEVELOPMENT... OpenML
Run
194376

Run 194376

Task 3629 (Supervised Classification) fri_c0_250_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
0.8788
Per class
F measure
0.7959
Per class
Kappa
0.592
KB relative information score
112.6599
Mean absolute error
0.2893
Mean prior absolute error
0.5
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7965
Per class
Predictive accuracy
0.796
Prior entropy
1
Recall
0.796
Per class
Relative absolute error
0.5786
Root mean prior squared error
0.5
Root mean squared error
0.3761
Root relative squared error
0.7521
SciMark benchmark
938.343
UserCPU time millis
60
UserCPU time millis training
60

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