Run
6046539

Run 6046539

Task 43 (Supervised Classification) spambase Uploaded 25-07-2017 by Miguel Cachada
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Flow

weka.RandomForest(12)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(12)_P100
weka.RandomForest(12)_I159
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K26
weka.RandomForest(12)_M1.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1

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
0.9864
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9001
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3800.8171
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0914
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9524
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9524
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1914
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1948
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3987
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1575.882
UserCPU time millis
7300
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
300
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
7000
Cross-validation details (10-fold Crossvalidation)