DEVELOPMENT... OpenML
Run
194056

Run 194056

Task 1811 (Supervised Classification) tae 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
0.6327
Per class
F measure
0.4818
Per class
Kappa
0.2431
KB relative information score
113.9552
Mean absolute error
0.4078
Mean prior absolute error
0.4443
Number of instances
755
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4909
Per class
Predictive accuracy
0.494
Prior entropy
1.5845
Recall
0.494
Per class
Relative absolute error
0.9179
Root mean prior squared error
0.4713
Root mean squared error
0.463
Root relative squared error
0.9823
SciMark benchmark
1318.1432
UserCPU time millis
30
UserCPU time millis training
30