Run
2653020

Run 2653020

Task 2 (Supervised Classification) anneal 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
0.9833 ± 0.0095
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.931 ± 0.0224
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8221 ± 0.0593
Cross-validation details (10-fold Crossvalidation)
KB relative information score
581.2604 ± 3.3503
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0658 ± 0.0046
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9352 ± 0.0184
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9343 ± 0.0199
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9343 ± 0.0199
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4898 ± 0.0323
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1492 ± 0.0076
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.578 ± 0.0274
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1821.6688
UserCPU time millis
200
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
80
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
120
Cross-validation details (10-fold Crossvalidation)