DEVELOPMENT... OpenML
Run
194584

Run 194584

Task 3837 (Supervised Classification) hayes-roth 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
0.7865
Per class
F measure
0.711
Per class
Kappa
0.3884
KB relative information score
29.0356
Mean absolute error
0.375
Mean prior absolute error
0.4746
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7102
Per class
Predictive accuracy
0.7121
Prior entropy
0.9635
Recall
0.7121
Per class
Relative absolute error
0.7902
Root mean prior squared error
0.4869
Root mean squared error
0.4269
Root relative squared error
0.8767
SciMark benchmark
942.9708
UserCPU time millis
20
UserCPU time millis training
20