DEVELOPMENT... OpenML
Run
194052

Run 194052

Task 1800 (Supervised Classification) segment 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
0.995
Per class
F measure
0.9435
Per class
Kappa
0.9337
KB relative information score
10786.8997
Mean absolute error
0.0239
Mean prior absolute error
0.2449
Number of instances
11550
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9441
Per class
Predictive accuracy
0.9432
Prior entropy
2.8074
Recall
0.9432
Per class
Relative absolute error
0.0976
Root mean prior squared error
0.3499
Root mean squared error
0.108
Root relative squared error
0.3086
SciMark benchmark
915.9324
UserCPU time millis
4340
UserCPU time millis testing
10
UserCPU time millis training
4330