Run
6058247

Run 6058247

Task 2073 (Supervised Classification) yeast Uploaded 31-07-2017 by Miguel Cachada
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Flow

weka.Bagging_RandomTree(13)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.RandomTree(14)_K3
weka.RandomTree(14)_M8.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1
weka.RandomTree(14)_depth9
weka.RandomTree(14)_Utrue
weka.Bagging_RandomTree(13)_P81
weka.Bagging_RandomTree(13)_S1
weka.Bagging_RandomTree(13)_num-slots1
weka.Bagging_RandomTree(13)_I66
weka.Bagging_RandomTree(13)_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
0.8451
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6114
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5064
Cross-validation details (10-fold Crossvalidation)
KB relative information score
673.1271
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1085
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1555
Cross-validation details (10-fold Crossvalidation)
Number of instances
1484
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.6174
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.622
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.622
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.698
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2289
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8212
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1617.262
UserCPU time millis
230
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
200
Cross-validation details (10-fold Crossvalidation)