DEVELOPMENT... OpenML
Run
194953

Run 194953

Task 4409 (Supervised Classification) kdd_el_nino-small 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
0.987
Per class
F measure
0.9456
Per class
Kappa
0.8803
KB relative information score
6422.9438
Mean absolute error
0.0861
Mean prior absolute error
0.4553
Number of instances
7820
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9456
Per class
Predictive accuracy
0.9458
Prior entropy
0.9348
Recall
0.9458
Per class
Relative absolute error
0.1891
Root mean prior squared error
0.4771
Root mean squared error
0.199
Root relative squared error
0.4171
SciMark benchmark
906.4475
UserCPU time millis
460
UserCPU time millis training
460