DEVELOPMENT... OpenML
Run
194436

Run 194436

Task 3689 (Supervised Classification) fri_c1_500_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
0.7379
Per class
F measure
0.6785
Per class
Kappa
0.3495
KB relative information score
91.6929
Mean absolute error
0.4161
Mean prior absolute error
0.4954
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6787
Per class
Predictive accuracy
0.68
Prior entropy
0.9934
Recall
0.68
Per class
Relative absolute error
0.84
Root mean prior squared error
0.4977
Root mean squared error
0.4545
Root relative squared error
0.9132
SciMark benchmark
934.6432
UserCPU time millis
70
UserCPU time millis training
70