DEVELOPMENT... OpenML
Run
195563

Run 195563

Task 4226 (Supervised Classification) oh15.wc 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
0.9709
Per class
F measure
0.8252
Per class
Kappa
0.8018
KB relative information score
7271.5759
Mean absolute error
0.0436
Mean prior absolute error
0.1768
Number of instances
9130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8286
Per class
Predictive accuracy
0.8256
Prior entropy
3.2121
Recall
0.8256
Per class
Relative absolute error
0.2467
Root mean prior squared error
0.2973
Root mean squared error
0.1634
Root relative squared error
0.5498
SciMark benchmark
887.6719
UserCPU time millis
187410
UserCPU time millis testing
1070
UserCPU time millis training
186340