Run
2625629

Run 2625629

Task 12 (Supervised Classification) mfeat-factors Uploaded 24-06-2017 by Miguel Cachada
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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)_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
0.9979 ± 0.0017
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9595 ± 0.01
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.955 ± 0.0112
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1823.272 ± 1.2854
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0285 ± 0.0017
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
0.9598 ± 0.0099
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9595 ± 0.0101
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9595 ± 0.0101
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1584 ± 0.0093
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0933 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3111 ± 0.0156
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1787.6845
UserCPU time millis
20560
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20520
Cross-validation details (10-fold Crossvalidation)