Run
6042832

Run 6042832

Task 2073 (Supervised Classification) yeast Uploaded 23-07-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_RandomCommittee_RandomForest(1)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(12)_P100
weka.RandomForest(12)_I24
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K0
weka.RandomForest(12)_M1.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.RandomCommittee_RandomForest(1)_S1
weka.RandomCommittee_RandomForest(1)_num-slots1
weka.RandomCommittee_RandomForest(1)_I54
weka.RandomCommittee_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.AttributeSelectedClassifier_RandomCommittee_RandomForest(1)_Eweka.attributeSelection.CfsSubsetEval -M -L -P 1 -E 1
weka.AttributeSelectedClassifier_RandomCommittee_RandomForest(1)_Sweka.attributeSelection.GreedyStepwise -C -R -T -1.7976931348623157E308 -N -1 -num-slots 1
weka.AttributeSelectedClassifier_RandomCommittee_RandomForest(1)_Wweka.classifiers.meta.RandomCommittee

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
0.8482
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6118
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5062
Cross-validation details (10-fold Crossvalidation)
KB relative information score
721.5684
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1018
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
0.613
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6206
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.6206
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8165
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1422.892
UserCPU time millis
11530
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
5100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
6430
Cross-validation details (10-fold Crossvalidation)