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Run
194864

Run 194864

Task 4325 (Supervised Classification) fri_c0_100_5 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
0.9026
Per class
F measure
0.8373
Per class
Kappa
0.6719
KB relative information score
460.7008
Mean absolute error
0.2872
Mean prior absolute error
0.4969
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
0.839
Per class
Predictive accuracy
0.838
Prior entropy
0.9956
Recall
0.838
Per class
Relative absolute error
0.5781
Root mean prior squared error
0.4984
Root mean squared error
0.3573
Root relative squared error
0.7169
SciMark benchmark
918.6005
UserCPU time millis
20
UserCPU time millis training
20