DEVELOPMENT... OpenML
Run
194544

Run 194544

Task 3796 (Supervised Classification) fri_c4_250_25 Uploaded 26-02-2015 by Jason
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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
0.6427
Per class
F measure
0.6333
Per class
Kappa
0.2595
KB relative information score
26.4925
Mean absolute error
0.4515
Mean prior absolute error
0.4962
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6341
Per class
Predictive accuracy
0.636
Prior entropy
0.9945
Recall
0.636
Per class
Relative absolute error
0.91
Root mean prior squared error
0.4981
Root mean squared error
0.4829
Root relative squared error
0.9695
SciMark benchmark
1335.643
UserCPU time millis
40
UserCPU time millis training
40