DEVELOPMENT... OpenML
Run
194990

Run 194990

Task 4449 (Supervised Classification) mu284 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
0.9995
Per class
F measure
0.9961
Per class
Kappa
0.9923
KB relative information score
2283.3407
Mean absolute error
0.1131
Mean prior absolute error
0.5
Number of instances
2840
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9961
Per class
Predictive accuracy
0.9961
Prior entropy
1
Recall
0.9961
Per class
Relative absolute error
0.2263
Root mean prior squared error
0.5
Root mean squared error
0.1841
Root relative squared error
0.3683
SciMark benchmark
942.2229
UserCPU time millis
40
UserCPU time millis training
40