DEVELOPMENT... OpenML
Run
195051

Run 195051

Task 4511 (Supervised Classification) fri_c0_500_10 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
0.9162
Per class
F measure
0.8431
Per class
Kappa
0.6858
KB relative information score
2551.3487
Mean absolute error
0.2622
Mean prior absolute error
0.4994
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8432
Per class
Predictive accuracy
0.8432
Prior entropy
0.9991
Recall
0.8432
Per class
Relative absolute error
0.5252
Root mean prior squared error
0.4997
Root mean squared error
0.3423
Root relative squared error
0.6851
SciMark benchmark
932.5646
UserCPU time millis
100
UserCPU time millis training
100