DEVELOPMENT... OpenML
Run
194297

Run 194297

Task 3549 (Supervised Classification) analcatdata_authorship 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
1
Per class
F measure
0.9941
Per class
Kappa
0.9914
KB relative information score
831.9724
Mean absolute error
0.0045
Mean prior absolute error
0.3439
Number of instances
841
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9941
Per class
Predictive accuracy
0.9941
Prior entropy
1.7898
Recall
0.9941
Per class
Relative absolute error
0.013
Root mean prior squared error
0.4146
Root mean squared error
0.0423
Root relative squared error
0.1019
SciMark benchmark
938.343
UserCPU time millis
700
UserCPU time millis training
700