DEVELOPMENT... OpenML
Run
194731

Run 194731

Task 4001 (Supervised Classification) pc1_req 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
0.6341
Per class
F measure
0.6206
Per class
Kappa
0.1351
KB relative information score
19.9504
Mean absolute error
0.4156
Mean prior absolute error
0.4455
Number of instances
320
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6541
Per class
Predictive accuracy
0.6813
Prior entropy
0.9204
Recall
0.6813
Per class
Relative absolute error
0.933
Root mean prior squared error
0.4718
Root mean squared error
0.4566
Root relative squared error
0.9679
SciMark benchmark
940.0008
UserCPU time millis
60
UserCPU time millis training
60