Run
2335063

Run 2335063

Task 20 (Supervised Classification) mfeat-pixel Uploaded 23-05-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_RandomForest(2)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(12)_P100
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.AttributeSelectedClassifier_RandomForest(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_RandomForest(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_RandomForest(2)_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
0.9955 ± 0.0024
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9459 ± 0.0101
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.94 ± 0.011
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1576.4052 ± 1.9697
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0679 ± 0.0026
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
0.9462 ± 0.0104
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.946 ± 0.0099
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.946 ± 0.0099
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3772 ± 0.0144
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1401 ± 0.0043
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4669 ± 0.0142
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1235.2846
UserCPU time millis
1340
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1250
Cross-validation details (10-fold Crossvalidation)