DEVELOPMENT... OpenML
Run
194191

Run 194191

Task 2938 (Supervised Classification) yeast 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
0.8254
Per class
F measure
0.5786
Per class
Kappa
0.4617
KB relative information score
6483.3245
Mean absolute error
0.1104
Mean prior absolute error
0.1555
Number of instances
14840
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5877
Per class
Predictive accuracy
0.5889
Prior entropy
2.5035
Recall
0.5889
Per class
Relative absolute error
0.7097
Root mean prior squared error
0.2787
Root mean squared error
0.2342
Root relative squared error
0.8403
SciMark benchmark
942.9708
UserCPU time millis
970
UserCPU time millis training
970