Run
2629000

Run 2629000

Task 45 (Supervised Classification) splice 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)_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
0.994 ± 0.0021
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9411 ± 0.0115
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9036 ± 0.0189
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1633.5633 ± 3.1286
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2527 ± 0.004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4101 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9432 ± 0.0104
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9417 ± 0.0112
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.9417 ± 0.0112
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6163 ± 0.0098
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4528 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2897 ± 0.0038
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6398 ± 0.0083
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1746.3484
UserCPU time millis
930
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
820
Cross-validation details (10-fold Crossvalidation)