DEVELOPMENT... OpenML
Run
195000

Run 195000

Task 4457 (Supervised Classification) fri_c0_100_25 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
0.8636
Per class
F measure
0.789
Per class
Kappa
0.578
KB relative information score
425.7031
Mean absolute error
0.3022
Mean prior absolute error
0.5
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.789
Per class
Predictive accuracy
0.789
Prior entropy
1
Recall
0.789
Per class
Relative absolute error
0.6045
Root mean prior squared error
0.5
Root mean squared error
0.3865
Root relative squared error
0.773
SciMark benchmark
1386.5717
UserCPU time millis
20
UserCPU time millis training
20