DEVELOPMENT... OpenML
Run
194861

Run 194861

Task 4321 (Supervised Classification) pm10 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
0.4805
Per class
F measure
0.4862
Per class
Kappa
-0.0049
KB relative information score
-35.275
Mean absolute error
0.5026
Mean prior absolute error
0.4999
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4974
Per class
Predictive accuracy
0.5002
Prior entropy
0.9998
Recall
0.5002
Per class
Relative absolute error
1.0054
Root mean prior squared error
0.4999
Root mean squared error
0.5043
Root relative squared error
1.0087
SciMark benchmark
932.5646
UserCPU time millis
70
UserCPU time millis training
70