DEVELOPMENT... OpenML
Run
195065

Run 195065

Task 4526 (Supervised Classification) segment 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
0.9995
Per class
F measure
0.9974
Per class
Kappa
0.9893
KB relative information score
22449.4385
Mean absolute error
0.0076
Mean prior absolute error
0.2451
Number of instances
23100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9974
Per class
Predictive accuracy
0.9974
Prior entropy
0.5925
Recall
0.9974
Per class
Relative absolute error
0.0309
Root mean prior squared error
0.3499
Root mean squared error
0.05
Root relative squared error
0.1428
SciMark benchmark
932.5646
UserCPU time millis
570
UserCPU time millis testing
10
UserCPU time millis training
560