DEVELOPMENT... OpenML
Run
194785

Run 194785

Task 4245 (Supervised Classification) analcatdata_boxing1 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
0.8858
Per class
F measure
0.8177
Per class
Kappa
0.5944
KB relative information score
610.8195
Mean absolute error
0.2271
Mean prior absolute error
0.4557
Number of instances
1200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8182
Per class
Predictive accuracy
0.8208
Prior entropy
0.9362
Recall
0.8208
Per class
Relative absolute error
0.4984
Root mean prior squared error
0.477
Root mean squared error
0.3539
Root relative squared error
0.742
SciMark benchmark
915.6729
UserCPU time millis
30
UserCPU time millis training
30