Run
2614151

Run 2614151

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 24-06-2017 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)_M1.0
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
0.9976 ± 0.0019
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.96 ± 0.0212
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9556 ± 0.0236
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1612.9067 ± 2.0322
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0637 ± 0.0027
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
0.9604 ± 0.0201
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.96 ± 0.0212
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.96 ± 0.0212
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3537 ± 0.0152
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1318 ± 0.0053
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4394 ± 0.0178
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1728.2224
UserCPU time millis
1330
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1240
Cross-validation details (10-fold Crossvalidation)