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Run
194835

Run 194835

Task 4295 (Supervised Classification) analcatdata_vineyard 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
0.8199
Per class
F measure
0.7299
Per class
Kappa
0.4575
KB relative information score
1630.0356
Mean absolute error
0.3294
Mean prior absolute error
0.4939
Number of instances
4680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7344
Per class
Predictive accuracy
0.7291
Prior entropy
0.9912
Recall
0.7291
Per class
Relative absolute error
0.6669
Root mean prior squared error
0.4969
Root mean squared error
0.4072
Root relative squared error
0.8194
SciMark benchmark
906.4475
UserCPU time millis
80
UserCPU time millis testing
10
UserCPU time millis training
70