Run
2615504

Run 2615504

Task 22 (Supervised Classification) mfeat-zernike 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
0.9676 ± 0.0039
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7735 ± 0.0299
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7511 ± 0.0335
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1422.0736 ± 3.6159
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0779 ± 0.0029
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
0.7716 ± 0.03
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.776 ± 0.0302
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.776 ± 0.0302
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4326 ± 0.0162
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1874 ± 0.0064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6248 ± 0.0213
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1834.1133
UserCPU time millis
1260
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1150
Cross-validation details (10-fold Crossvalidation)