DEVELOPMENT... OpenML
Run
194469

Run 194469

Task 3720 (Supervised Classification) fri_c4_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
0.7174
Per class
F measure
0.6497
Per class
Kappa
0.2898
KB relative information score
80.6247
Mean absolute error
0.4255
Mean prior absolute error
0.4946
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6499
Per class
Predictive accuracy
0.652
Prior entropy
0.9922
Recall
0.652
Per class
Relative absolute error
0.8602
Root mean prior squared error
0.4973
Root mean squared error
0.4618
Root relative squared error
0.9287
SciMark benchmark
930.5999
UserCPU time millis
70
UserCPU time millis training
70