DEVELOPMENT... OpenML
Run
195132

Run 195132

Task 4593 (Supervised Classification) grub-damage 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
0.7317
Per class
F measure
0.7135
Per class
Kappa
0.3179
KB relative information score
325.2133
Mean absolute error
0.3404
Mean prior absolute error
0.4332
Number of instances
1550
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7125
Per class
Predictive accuracy
0.7277
Prior entropy
0.9027
Recall
0.7277
Per class
Relative absolute error
0.7858
Root mean prior squared error
0.465
Root mean squared error
0.4331
Root relative squared error
0.9315
SciMark benchmark
942.2229
UserCPU time millis
60
UserCPU time millis training
60