Run
437776

Run 437776

Task 7535 (Learning Curve) monks-problems-2 Uploaded 13-05-2015 by Joaquin Vanschoren
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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.

20 Evaluation measures

Area under ROC curve
0.5
Per class
KB relative information score
-0.184 ± 0.0113
Mean absolute error
0.5
Mean prior absolute error
0.4507 ± 0.0026
Number of instances
601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Predictive accuracy
0.6572 ± 0.0083
Prior entropy
0.9274 ± 0.0078
Recall
0.6572 ± 0.0083
Per class
Relative absolute error
1.1093 ± 0.0064
Root mean prior squared error
0.4746 ± 0.0027
Root mean squared error
0.5
Root relative squared error
1.0534 ± 0.0061
SciMark benchmark
941.3619
UserCPU time millis
100
UserCPU time millis testing
10
UserCPU time millis training
90