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Run
194149

Run 194149

Task 1894 (Supervised Classification) mfeat-fourier 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
0.9795
Per class
F measure
0.8212
Per class
Kappa
0.802
KB relative information score
16580.6281
Mean absolute error
0.0466
Mean prior absolute error
0.18
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8212
Per class
Predictive accuracy
0.8218
Prior entropy
3.3219
Recall
0.8218
Per class
Relative absolute error
0.2591
Root mean prior squared error
0.3
Root mean squared error
0.1549
Root relative squared error
0.5163
SciMark benchmark
885.0921
UserCPU time millis
7990
UserCPU time millis testing
30
UserCPU time millis training
7960