DEVELOPMENT... OpenML
Run
194060

Run 194060

Task 1818 (Supervised Classification) hepatitis 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
0.819
Per class
F measure
0.8289
Per class
Kappa
0.4753
KB relative information score
228.7038
Mean absolute error
0.2065
Mean prior absolute error
0.3299
Number of instances
775
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8281
Per class
Predictive accuracy
0.8297
Prior entropy
0.7418
Recall
0.8297
Per class
Relative absolute error
0.6259
Root mean prior squared error
0.4048
Root mean squared error
0.3655
Root relative squared error
0.903
SciMark benchmark
938.202
UserCPU time millis
50
UserCPU time millis training
50