DEVELOPMENT... OpenML
Run
194622

Run 194622

Task 3874 (Supervised Classification) ecoli 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
0.9893
Per class
F measure
0.9613
Per class
Kappa
0.9209
KB relative information score
294.1823
Mean absolute error
0.0668
Mean prior absolute error
0.489
Number of instances
336
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9614
Per class
Predictive accuracy
0.9613
Prior entropy
0.9842
Recall
0.9613
Per class
Relative absolute error
0.1366
Root mean prior squared error
0.4944
Root mean squared error
0.1737
Root relative squared error
0.3514
SciMark benchmark
1335.643
UserCPU time millis
50
UserCPU time millis training
50