DEVELOPMENT... OpenML
Run
193979

Run 193979

Task 12 (Supervised Classification) mfeat-factors 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
0.9979
Per class
F measure
0.9765
Per class
Kappa
0.9739
KB relative information score
1942.5157
Mean absolute error
0.0076
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9767
Per class
Predictive accuracy
0.9765
Prior entropy
3.3219
Recall
0.9765
Per class
Relative absolute error
0.0422
Root mean prior squared error
0.3
Root mean squared error
0.0632
Root relative squared error
0.2107
SciMark benchmark
1318.1432
UserCPU time millis
11380
UserCPU time millis testing
80
UserCPU time millis training
11300