Run
50348

Run 50348

Task 1722 (Learning Curve) cmc Uploaded 06-11-2014 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
Issue #Downvotes for this reason By


Flow

weka.LWL_J48(2)Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003. C. Atkeson, A. Moore, S. Schaal (1996). Locally weighted learning. AI Review..
weka.J48(3)_C0.25
weka.J48(3)_M2
weka.LWL_J48(2)_Atrue
weka.LWL_J48(2)_K-1
weka.LWL_J48(2)_U0
weka.LWL_J48(2)_Wweka.classifiers.trees.J48

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.

21 Evaluation measures

Area under ROC curve
0.6246 ± 0.0297
Per class
Build CPU time
0.0002
Build memory
1139149327.6
F measure
0.5051 ± 0.0259
Per class
Kappa
0.2338 ± 0.0386
KB relative information score
0.2541 ± 0.033
Mean absolute error
0.3519 ± 0.0161
Mean prior absolute error
0.4308 ± 0.0004
Number of instances
1473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.5044 ± 0.0262
Per class
Predictive accuracy
0.5058 ± 0.0261
Prior entropy
1.539 ± 0.0029
Recall
0.5058 ± 0.0261
Per class
Relative absolute error
0.8168 ± 0.0373
Root mean prior squared error
0.4641 ± 0.0005
Root mean squared error
0.5202 ± 0.0132
Root relative squared error
1.1208 ± 0.0281
SciMark benchmark
1655.4655