Run
49513

Run 49513

Task 1735 (Learning Curve) segment Uploaded 06-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.SimpleLogistic(2)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(2)_H50
weka.SimpleLogistic(2)_I0
weka.SimpleLogistic(2)_M500
weka.SimpleLogistic(2)_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.

21 Evaluation measures

Area under ROC curve
0.9964 ± 0.002
Per class
Build CPU time
0.4501
Build memory
2900184169.6
F measure
0.9511 ± 0.0143
Per class
Kappa
0.9424 ± 0.0169
KB relative information score
0.9428 ± 0.0098
Mean absolute error
0.0213 ± 0.0029
Mean prior absolute error
0.2449
Number of instances
2310
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9519 ± 0.0142
Per class
Predictive accuracy
0.9506 ± 0.0145
Prior entropy
2.8074
Recall
0.9506 ± 0.0145
Per class
Relative absolute error
0.0871 ± 0.0118
Root mean prior squared error
0.3499
Root mean squared error
0.0994 ± 0.0114
Root relative squared error
0.2841 ± 0.0325
SciMark benchmark
1655.4655