DEVELOPMENT... OpenML
Run
194985

Run 194985

Task 4445 (Supervised Classification) fri_c1_100_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
0.62
Per class
F measure
0.5878
Per class
Kappa
0.1617
KB relative information score
102.3695
Mean absolute error
0.4459
Mean prior absolute error
0.4929
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.587
Per class
Predictive accuracy
0.589
Prior entropy
0.99
Recall
0.589
Per class
Relative absolute error
0.9046
Root mean prior squared error
0.4964
Root mean squared error
0.5034
Root relative squared error
1.014
SciMark benchmark
889.3151
UserCPU time millis
40
UserCPU time millis testing
10
UserCPU time millis training
30