DEVELOPMENT... OpenML
Run
194913

Run 194913

Task 4367 (Supervised Classification) fri_c4_1000_50 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
0.705
Per class
F measure
0.6387
Per class
Kappa
0.2642
KB relative information score
1502.1632
Mean absolute error
0.4269
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
0.639
Per class
Predictive accuracy
0.6421
Prior entropy
0.9896
Recall
0.6421
Per class
Relative absolute error
0.8662
Root mean prior squared error
0.4964
Root mean squared error
0.4648
Root relative squared error
0.9364
SciMark benchmark
932.5646
UserCPU time millis
520
UserCPU time millis training
520