DEVELOPMENT... OpenML
Run
195062

Run 195062

Task 4523 (Supervised Classification) tae 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
0.6227
Per class
F measure
0.6359
Per class
Kappa
0.1732
KB relative information score
136.3274
Mean absolute error
0.4144
Mean prior absolute error
0.4522
Number of instances
1510
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6363
Per class
Predictive accuracy
0.6616
Prior entropy
0.9308
Recall
0.6616
Per class
Relative absolute error
0.9165
Root mean prior squared error
0.4752
Root mean squared error
0.4649
Root relative squared error
0.9784
SciMark benchmark
932.5646
UserCPU time millis
20
UserCPU time millis training
20