Run
53772

Run 53772

Task 1702 (Learning Curve) kr-vs-kp Uploaded 08-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.Bagging_LADTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LADTree(2)_I10
weka.Bagging_LADTree(2)_P100
weka.Bagging_LADTree(2)_S1
weka.Bagging_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.Bagging_LADTree(2)_num-slots1
weka.LADTree(2)_B10

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
0.9906 ± 0.0049
Per class
Build CPU time
0.8701
Build memory
169325212.4
F measure
0.9681 ± 0.0079
Per class
Kappa
0.9361 ± 0.0158
KB relative information score
0.8281 ± 0.0123
Mean absolute error
0.1008 ± 0.006
Mean prior absolute error
0.499 ± 0.0001
Number of instances
3196
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9681 ± 0.0074
Per class
Predictive accuracy
0.9681 ± 0.0079
Prior entropy
0.9986 ± 0.0002
Recall
0.9681 ± 0.0079
Per class
Relative absolute error
0.202 ± 0.0121
Root mean prior squared error
0.4995 ± 0.0001
Root mean squared error
0.1793 ± 0.0146
Root relative squared error
0.3589 ± 0.0292
SciMark benchmark
1678.1065