DEVELOPMENT... OpenML
Run
194977

Run 194977

Task 4437 (Supervised Classification) fri_c4_100_25 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
0.7249
Per class
F measure
0.6738
Per class
Kappa
0.3432
KB relative information score
240.8007
Mean absolute error
0.386
Mean prior absolute error
0.4969
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6737
Per class
Predictive accuracy
0.674
Prior entropy
0.9956
Recall
0.674
Per class
Relative absolute error
0.7768
Root mean prior squared error
0.4984
Root mean squared error
0.4695
Root relative squared error
0.9419
SciMark benchmark
915.6729
UserCPU time millis
30
UserCPU time millis training
30