DEVELOPMENT... OpenML
Run
194955

Run 194955

Task 4415 (Supervised Classification) fri_c0_1000_10 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
0.9114
Per class
F measure
0.8358
Per class
Kappa
0.6715
KB relative information score
5177.6621
Mean absolute error
0.2567
Mean prior absolute error
0.4998
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8358
Per class
Predictive accuracy
0.8358
Prior entropy
0.9998
Recall
0.8358
Per class
Relative absolute error
0.5136
Root mean prior squared error
0.4999
Root mean squared error
0.3465
Root relative squared error
0.6932
SciMark benchmark
906.4475
UserCPU time millis
150
UserCPU time millis training
150