DEVELOPMENT... OpenML
Run
194453

Run 194453

Task 3704 (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
0.9868
Per class
F measure
0.9552
Per class
Kappa
0.9014
KB relative information score
652.9477
Mean absolute error
0.0801
Mean prior absolute error
0.4553
Number of instances
782
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9552
Per class
Predictive accuracy
0.9552
Prior entropy
0.9348
Recall
0.9552
Per class
Relative absolute error
0.1759
Root mean prior squared error
0.4771
Root mean squared error
0.1929
Root relative squared error
0.4042
SciMark benchmark
887.6719
UserCPU time millis
560
UserCPU time millis training
560