Run
2663912

Run 2663912

Task 28 (Supervised Classification) optdigits Uploaded 25-06-2017 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)_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
0.9979 ± 0.0014
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.954 ± 0.0115
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9488 ± 0.0128
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5119.4244 ± 5.0759
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0278 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9541 ± 0.011
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9539 ± 0.0115
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9539 ± 0.0115
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1543 ± 0.0105
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0948 ± 0.0072
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3161 ± 0.024
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1712.4396
UserCPU time millis
13080
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
180
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
12900
Cross-validation details (10-fold Crossvalidation)