DEVELOPMENT... OpenML
Run
194933

Run 194933

Task 4394 (Supervised Classification) fri_c1_500_10 Uploaded 26-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.7313
Per class
F measure
0.6707
Per class
Kappa
0.3337
KB relative information score
880.8565
Mean absolute error
0.4193
Mean prior absolute error
0.4954
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6715
Per class
Predictive accuracy
0.673
Prior entropy
0.9934
Recall
0.673
Per class
Relative absolute error
0.8463
Root mean prior squared error
0.4977
Root mean squared error
0.457
Root relative squared error
0.9183
SciMark benchmark
942.2229
UserCPU time millis
70
UserCPU time millis training
70