DEVELOPMENT... OpenML
Run
194510

Run 194510

Task 3761 (Supervised Classification) hip 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
0.875
Per class
F measure
0.8148
Per class
Kappa
0.6301
KB relative information score
24.4741
Mean absolute error
0.2924
Mean prior absolute error
0.4993
Number of instances
54
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8171
Per class
Predictive accuracy
0.8148
Prior entropy
0.9991
Recall
0.8148
Per class
Relative absolute error
0.5857
Root mean prior squared error
0.4997
Root mean squared error
0.3744
Root relative squared error
0.7493
SciMark benchmark
938.343
UserCPU time millis
10
UserCPU time millis training
10