DEVELOPMENT... OpenML
Run
194245

Run 194245

Task 3492 (Supervised Classification) monks-problems-1 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
0.7213
Per class
F measure
0.729
Per class
Kappa
0.4928
KB relative information score
167.7354
Mean absolute error
0.365
Mean prior absolute error
0.5
Number of instances
556
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8317
Per class
Predictive accuracy
0.7464
Prior entropy
1
Recall
0.7464
Per class
Relative absolute error
0.7301
Root mean prior squared error
0.5
Root mean squared error
0.4156
Root relative squared error
0.8311
SciMark benchmark
1363.434
UserCPU time millis
70
UserCPU time millis training
70