DEVELOPMENT... OpenML
Run
194495

Run 194495

Task 3735 (Supervised Classification) pollen Uploaded 26-02-2015 by Jason
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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
0.4952
Per class
F measure
0.4635
Per class
Kappa
-0.0047
KB relative information score
-1.2864
Mean absolute error
0.5001
Mean prior absolute error
0.5
Number of instances
3848
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4969
Per class
Predictive accuracy
0.4977
Prior entropy
1
Recall
0.4977
Per class
Relative absolute error
1.0002
Root mean prior squared error
0.5
Root mean squared error
0.5002
Root relative squared error
1.0004
SciMark benchmark
1335.643
UserCPU time millis
570
UserCPU time millis training
570