Run
516700

Run 516700

Task 18 (Supervised Classification) mfeat-morphological Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8342
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6963
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6683
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1375.6828
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0597
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)
Precision
0.7023
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7015
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.7015
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3317
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8145
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.793
UserCPU time millis testing
0.229
UserCPU time millis training
14.564