DEVELOPMENT... OpenML
Run
194487

Run 194487

Task 3737 (Supervised Classification) fri_c3_250_50 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
0.6456
Per class
F measure
0.5983
Per class
Kappa
0.1776
KB relative information score
20.8023
Mean absolute error
0.4564
Mean prior absolute error
0.4908
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5982
Per class
Predictive accuracy
0.604
Prior entropy
0.9868
Recall
0.604
Per class
Relative absolute error
0.9299
Root mean prior squared error
0.4954
Root mean squared error
0.4807
Root relative squared error
0.9705
SciMark benchmark
930.5999
UserCPU time millis
70
UserCPU time millis training
70