DEVELOPMENT... OpenML
Run
195007

Run 195007

Task 4464 (Supervised Classification) fri_c3_500_25 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
0.7021
Per class
F measure
0.6407
Per class
Kappa
0.2683
KB relative information score
725.6276
Mean absolute error
0.4301
Mean prior absolute error
0.4928
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
0.6417
Per class
Predictive accuracy
0.645
Prior entropy
0.9897
Recall
0.645
Per class
Relative absolute error
0.8727
Root mean prior squared error
0.4964
Root mean squared error
0.4655
Root relative squared error
0.9378
SciMark benchmark
942.2229
UserCPU time millis
100
UserCPU time millis training
100