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Run
194865

Run 194865

Task 4322 (Supervised Classification) fri_c4_1000_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
0.7072
Per class
F measure
0.6381
Per class
Kappa
0.2636
KB relative information score
1492.1383
Mean absolute error
0.4279
Mean prior absolute error
0.4928
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6376
Per class
Predictive accuracy
0.6398
Prior entropy
0.9896
Recall
0.6398
Per class
Relative absolute error
0.8682
Root mean prior squared error
0.4964
Root mean squared error
0.4632
Root relative squared error
0.9331
SciMark benchmark
906.4475
UserCPU time millis
130
UserCPU time millis training
130