DEVELOPMENT... OpenML
Run
194331

Run 194331

Task 3583 (Supervised Classification) rmftsa_ladata 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
0.9507
Per class
F measure
0.8775
Per class
Kappa
0.7505
KB relative information score
336.0973
Mean absolute error
0.1773
Mean prior absolute error
0.4921
Number of instances
508
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8781
Per class
Predictive accuracy
0.878
Prior entropy
0.9886
Recall
0.878
Per class
Relative absolute error
0.3604
Root mean prior squared error
0.496
Root mean squared error
0.2932
Root relative squared error
0.5911
SciMark benchmark
938.343
UserCPU time millis
80
UserCPU time millis testing
10
UserCPU time millis training
70