Run
544201

Run 544201

Task 10 (Supervised Classification) lymph Uploaded 31-03-2016 by Joaquin Vanschoren
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.8513
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8432
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7101
Cross-validation details (10-fold Crossvalidation)
KB relative information score
96.801
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0743
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8417
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8514
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.8514
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2776
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2726
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7491
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.777
UserCPU time millis testing
0.071
UserCPU time millis training
1.706