DEVELOPMENT... OpenML
Run
195190

Run 195190

Task 4644 (Supervised Classification) lymphoma_9classes 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
0.9703
Per class
F measure
0.8979
Per class
Kappa
0.8686
KB relative information score
777.232
Mean absolute error
0.0257
Mean prior absolute error
0.1647
Number of instances
960
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9114
Per class
Predictive accuracy
0.9052
Prior entropy
2.564
Recall
0.9052
Per class
Relative absolute error
0.1562
Root mean prior squared error
0.2845
Root mean squared error
0.1348
Root relative squared error
0.4738
SciMark benchmark
906.4475
UserCPU time millis
7150
UserCPU time millis testing
40
UserCPU time millis training
7110