Run
2337307

Run 2337307

Task 20 (Supervised Classification) mfeat-pixel Uploaded 24-05-2017 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)_M10.0
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
0.994 ± 0.002
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9354 ± 0.0117
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9283 ± 0.0127
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1455.0294 ± 2.1407
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0842 ± 0.0024
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
0.9358 ± 0.0125
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9355 ± 0.0114
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9355 ± 0.0114
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4677 ± 0.0134
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1614 ± 0.0039
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.538 ± 0.013
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1698.5553
UserCPU time millis
1190
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
60
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1130
Cross-validation details (10-fold Crossvalidation)