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Run
194534

Run 194534

Task 3784 (Supervised Classification) analcatdata_seropositive 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
0.9633
Per class
F measure
0.9308
Per class
Kappa
0.846
KB relative information score
104.2739
Mean absolute error
0.1037
Mean prior absolute error
0.4548
Number of instances
132
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9329
Per class
Predictive accuracy
0.9318
Prior entropy
0.9347
Recall
0.9318
Per class
Relative absolute error
0.228
Root mean prior squared error
0.4765
Root mean squared error
0.2182
Root relative squared error
0.458
SciMark benchmark
1386.5717
UserCPU time millis
10
UserCPU time millis training
10