Run
2334285

Run 2334285

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 23-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_RandomForest(2)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(12)_P80
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K0
weka.RandomForest(12)_M1.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.AttributeSelectedClassifier_RandomForest(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_RandomForest(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_RandomForest(2)_Wweka.classifiers.trees.RandomForest

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
0.9977 ± 0.0016
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.962 ± 0.0163
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9578 ± 0.018
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1601.9484 ± 2.2921
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0653 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9623 ± 0.0154
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.962 ± 0.0162
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.962 ± 0.0162
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3625 ± 0.0176
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1342 ± 0.0055
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4472 ± 0.0182
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1496.9649
UserCPU time millis
1720
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1610
Cross-validation details (10-fold Crossvalidation)