DEVELOPMENT... OpenML
Run
196815

Run 196815

Task 4225 (Supervised Classification) tr31.wc 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
0.9961
Per class
F measure
0.982
Per class
Kappa
0.9772
KB relative information score
8959.8657
Mean absolute error
0.0052
Mean prior absolute error
0.2145
Number of instances
9270
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9814
Per class
Predictive accuracy
0.983
Prior entropy
2.2393
Recall
0.983
Per class
Relative absolute error
0.0244
Root mean prior squared error
0.3273
Root mean squared error
0.064
Root relative squared error
0.1955
SciMark benchmark
1315.395
UserCPU time millis
308120
UserCPU time millis testing
2450
UserCPU time millis training
305670