DEVELOPMENT... OpenML
Run
194849

Run 194849

Task 4310 (Supervised Classification) sleep 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
0.7255
Per class
F measure
0.6836
Per class
Kappa
0.3686
KB relative information score
137.3581
Mean absolute error
0.4022
Mean prior absolute error
0.498
Number of instances
620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6965
Per class
Predictive accuracy
0.6903
Prior entropy
0.9972
Recall
0.6903
Per class
Relative absolute error
0.8076
Root mean prior squared error
0.499
Root mean squared error
0.4691
Root relative squared error
0.9402
SciMark benchmark
932.5646
UserCPU time millis
10
UserCPU time millis training
10