Run
2655325

Run 2655325

Task 18 (Supervised Classification) mfeat-morphological Uploaded 25-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_RandomForest(4)Weka implementation of FilteredClassifier
weka.RandomForest(12)_P100
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.FilteredClassifier_RandomForest(4)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_RandomForest(4)_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
0.9609 ± 0.0077
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7126 ± 0.0286
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6822 ± 0.0303
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1494.5593 ± 4.0585
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0687 ± 0.0034
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
0.7139 ± 0.0311
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.714 ± 0.0273
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.714 ± 0.0273
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3817 ± 0.0188
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1908 ± 0.0079
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6359 ± 0.0265
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1780.7571
UserCPU time millis
400
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
80
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
320
Cross-validation details (10-fold Crossvalidation)