Run
437777

Run 437777

Task 7536 (Learning Curve) monks-problems-3 Uploaded 13-05-2015 by Joaquin Vanschoren
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
0.9851 ± 0.0144
Per class
F measure
0.9765 ± 0.0148
Per class
Kappa
0.953 ± 0.0295
KB relative information score
0.9067 ± 0.0234
Mean absolute error
0.0538 ± 0.0123
Mean prior absolute error
0.4992 ± 0.0003
Number of instances
554
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9766 ± 0.0132
Per class
Predictive accuracy
0.9765 ± 0.0148
Prior entropy
0.9989 ± 0.0008
Recall
0.9765 ± 0.0148
Per class
Relative absolute error
0.1077 ± 0.0246
Root mean prior squared error
0.4996 ± 0.0003
Root mean squared error
0.1424 ± 0.0289
Root relative squared error
0.2851 ± 0.0578
SciMark benchmark
913.9348
UserCPU time millis
150
UserCPU time millis training
150