DEVELOPMENT... OpenML
Run
194850

Run 194850

Task 4311 (Supervised Classification) fri_c3_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
0.7146
Per class
F measure
0.6645
Per class
Kappa
0.3169
KB relative information score
1627.6765
Mean absolute error
0.4226
Mean prior absolute error
0.4928
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
0.6645
Per class
Predictive accuracy
0.6668
Prior entropy
0.9896
Recall
0.6668
Per class
Relative absolute error
0.8575
Root mean prior squared error
0.4964
Root mean squared error
0.4613
Root relative squared error
0.9294
SciMark benchmark
932.5646
UserCPU time millis
180
UserCPU time millis training
180