Run
580928

Run 580928

Task 7287 (Supervised Classification) adult Uploaded 06-06-2016 by Jan van Rijn
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Flow

weka.RandomCommittee_RandomTree(4)Weka implementation of RandomCommittee
weka.RandomTree(11)_K0
weka.RandomTree(11)_M1.0
weka.RandomTree(11)_V0.001
weka.RandomTree(11)_S1
weka.RandomCommittee_RandomTree(4)_S1
weka.RandomCommittee_RandomTree(4)_num-slots1
weka.RandomCommittee_RandomTree(4)_I10
weka.RandomCommittee_RandomTree(4)_Wweka.classifiers.trees.RandomTree

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
0.8038
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.09
Cross-validation details (10-fold Crossvalidation)
F measure
0.8167
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19142.9299
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2016
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.8145
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8199
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8199
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5537
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.385
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9025
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1316.2503
Total cost
4398
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3550
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2450
Cross-validation details (10-fold Crossvalidation)