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Run
195219

Run 195219

Task 4549 (Supervised Classification) kdd_internet_usage 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
0.9466
Per class
F measure
0.8933
Per class
Kappa
0.726
KB relative information score
60592.0447
Mean absolute error
0.1564
Mean prior absolute error
0.3929
Number of instances
101080
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8928
Per class
Predictive accuracy
0.8944
Prior entropy
0.8395
Recall
0.8944
Per class
Relative absolute error
0.398
Root mean prior squared error
0.4432
Root mean squared error
0.2792
Root relative squared error
0.63
SciMark benchmark
932.5646
UserCPU time millis
62900
UserCPU time millis testing
260
UserCPU time millis training
62640