DEVELOPMENT... OpenML
Run
195039

Run 195039

Task 4500 (Supervised Classification) fri_c4_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
0.4275
Per class
F measure
0.4656
Per class
Kappa
-0.0882
KB relative information score
-65.8709
Mean absolute error
0.5203
Mean prior absolute error
0.4929
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4633
Per class
Predictive accuracy
0.47
Prior entropy
0.99
Recall
0.47
Per class
Relative absolute error
1.0554
Root mean prior squared error
0.4964
Root mean squared error
0.5558
Root relative squared error
1.1197
SciMark benchmark
1386.5717
UserCPU time millis
20
UserCPU time millis training
20