DEVELOPMENT... OpenML
Run
194336

Run 194336

Task 3589 (Supervised Classification) fri_c4_1000_25 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
0.6805
Per class
F measure
0.6288
Per class
Kappa
0.2495
KB relative information score
124.9129
Mean absolute error
0.4423
Mean prior absolute error
0.4956
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
0.6297
Per class
Predictive accuracy
0.632
Prior entropy
0.9936
Recall
0.632
Per class
Relative absolute error
0.8925
Root mean prior squared error
0.4978
Root mean squared error
0.4731
Root relative squared error
0.9504
SciMark benchmark
938.343
UserCPU time millis
210
UserCPU time millis training
210