Run
61592

Run 61592

Task 2094 (Learning Curve) adult Uploaded 16-11-2014 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
0.896 ± 0.0048
Per class
Build CPU time
1.2501
Build memory
1768190458.2
F measure
0.8437 ± 0.0046
Per class
Kappa
0.5575 ± 0.0123
KB relative information score
0.4254 ± 0.0126
Mean absolute error
0.2008 ± 0.0034
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8426 ± 0.0051
Per class
Predictive accuracy
0.8495 ± 0.0049
Prior entropy
0.7938 ± 0.0002
Recall
0.8495 ± 0.0049
Per class
Relative absolute error
0.5516 ± 0.0093
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3248 ± 0.0044
Root relative squared error
0.7612 ± 0.0104
SciMark benchmark
1559.5381