DEVELOPMENT... OpenML
Run
195118

Run 195118

Task 4579 (Supervised Classification) ecoli 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
0.9881
Per class
F measure
0.9595
Per class
Kappa
0.9172
KB relative information score
2911.2433
Mean absolute error
0.072
Mean prior absolute error
0.489
Number of instances
3360
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9595
Per class
Predictive accuracy
0.9595
Prior entropy
0.9842
Recall
0.9595
Per class
Relative absolute error
0.1473
Root mean prior squared error
0.4944
Root mean squared error
0.1782
Root relative squared error
0.3604
SciMark benchmark
906.4475
UserCPU time millis
40
UserCPU time millis training
40