DEVELOPMENT... OpenML
Run
194566

Run 194566

Task 3818 (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
0.6006
Per class
F measure
0.6304
Per class
Kappa
0.1608
KB relative information score
12.4345
Mean absolute error
0.4168
Mean prior absolute error
0.4522
Number of instances
151
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6295
Per class
Predictive accuracy
0.6556
Prior entropy
0.9308
Recall
0.6556
Per class
Relative absolute error
0.9217
Root mean prior squared error
0.4752
Root mean squared error
0.4653
Root relative squared error
0.9793
SciMark benchmark
887.6719
UserCPU time millis
20
UserCPU time millis training
20