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Run
194872

Run 194872

Task 4333 (Supervised Classification) fri_c2_100_10 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
0.7669
Per class
F measure
0.7788
Per class
Kappa
0.5521
KB relative information score
234.4501
Mean absolute error
0.398
Mean prior absolute error
0.4951
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7799
Per class
Predictive accuracy
0.78
Prior entropy
0.9931
Recall
0.78
Per class
Relative absolute error
0.8039
Root mean prior squared error
0.4975
Root mean squared error
0.4412
Root relative squared error
0.8868
SciMark benchmark
918.6005
UserCPU time millis
10
UserCPU time millis training
10