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Run
194821

Run 194821

Task 4281 (Supervised Classification) sleuth_ex2015 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
0.7498
Per class
F measure
0.6966
Per class
Kappa
0.3933
KB relative information score
152.4607
Mean absolute error
0.385
Mean prior absolute error
0.5
Number of instances
600
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6967
Per class
Predictive accuracy
0.6967
Prior entropy
1
Recall
0.6967
Per class
Relative absolute error
0.7701
Root mean prior squared error
0.5
Root mean squared error
0.4545
Root relative squared error
0.909
SciMark benchmark
932.5646
UserCPU time millis
10
UserCPU time millis training
10