DEVELOPMENT... OpenML
Run
193939

Run 193939

Task 16 (Supervised Classification) mfeat-karhunen 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
0.9967
Per class
F measure
0.9545
Per class
Kappa
0.9494
KB relative information score
1891.8705
Mean absolute error
0.0148
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
0.9547
Per class
Predictive accuracy
0.9545
Prior entropy
3.3219
Recall
0.9545
Per class
Relative absolute error
0.0823
Root mean prior squared error
0.3
Root mean squared error
0.0836
Root relative squared error
0.2785
SciMark benchmark
1280.6952
UserCPU time millis
4140
UserCPU time millis testing
30
UserCPU time millis training
4110