Run
514795

Run 514795

Task 3811 (Supervised Classification) quake Uploaded 28-01-2016 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
0.5109
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5184
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0221
Cross-validation details (10-fold Crossvalidation)
KB relative information score
63.1589
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.477
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
2178
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5171
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.523
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.523
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9658
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6907
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3898
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
16.435
UserCPU time millis testing
0.509
UserCPU time millis training
15.926