DEVELOPMENT... OpenML
Run
194104

Run 194104

Task 1918 (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
0.9673
Per class
F measure
0.8623
Per class
Kappa
0.8179
KB relative information score
2506.3841
Mean absolute error
0.0539
Mean prior absolute error
0.1828
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
0.8571
Per class
Predictive accuracy
0.8685
Prior entropy
2.2353
Recall
0.8685
Per class
Relative absolute error
0.2948
Root mean prior squared error
0.3016
Root mean squared error
0.1607
Root relative squared error
0.5328
SciMark benchmark
895.5332
UserCPU time millis
150
UserCPU time millis training
150