Run
53765

Run 53765

Task 1757 (Learning Curve) waveform-5000 Uploaded 08-11-2014 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.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I10
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9497 ± 0.0085
Per class
Build CPU time
0.5717
Build memory
2747372584.4
F measure
0.8166 ± 0.0195
Per class
Kappa
0.7255 ± 0.0288
KB relative information score
0.6729 ± 0.0213
Mean absolute error
0.1746 ± 0.01
Mean prior absolute error
0.4444 ± 0
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8168 ± 0.02
Per class
Predictive accuracy
0.817 ± 0.0192
Prior entropy
1.5849 ± 0
Recall
0.817 ± 0.0192
Per class
Relative absolute error
0.3928 ± 0.0225
Root mean prior squared error
0.4714 ± 0
Root mean squared error
0.2913 ± 0.0123
Root relative squared error
0.6181 ± 0.026
SciMark benchmark
1624.8488