DEVELOPMENT... OpenML
Run
194533

Run 194533

Task 3785 (Supervised Classification) fri_c2_100_50 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
0.8296
Per class
F measure
0.8506
Per class
Kappa
0.6951
KB relative information score
34.3225
Mean absolute error
0.3457
Mean prior absolute error
0.4875
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8527
Per class
Predictive accuracy
0.85
Prior entropy
0.9822
Recall
0.85
Per class
Relative absolute error
0.7093
Root mean prior squared error
0.4936
Root mean squared error
0.3988
Root relative squared error
0.808
SciMark benchmark
930.5999
UserCPU time millis
50
UserCPU time millis training
50