Run
2662554

Run 2662554

Task 18 (Supervised Classification) mfeat-morphological Uploaded 25-06-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_RandomForest(4)Weka implementation of FilteredClassifier
weka.RandomForest(12)_P80
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K250
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
0.9594 ± 0.0088
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7137 ± 0.0294
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6833 ± 0.0305
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1497.0613 ± 4.2274
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0679 ± 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
0.7151 ± 0.0331
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.715 ± 0.0275
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.715 ± 0.0275
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3771 ± 0.0189
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1909 ± 0.0086
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6362 ± 0.0288
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1775.0108
UserCPU time millis
780
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
740
Cross-validation details (10-fold Crossvalidation)