Run
179312

Run 179312

Task 3043 (Supervised Classification) sick Uploaded 24-02-2015 by Paula Branco
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Flow

R.3.1.2.classif.randomForest(1)The performanceEstimation standardWF using randomForest as the learner
R.3.1.2.classif.randomForest(1)_ntree100
R.3.1.2.classif.randomForest(1)_maxnodes10
R.3.1.2.classif.randomForest(1)_mtry5

Result files

Description

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

Predictions

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

17 Evaluation measures

Area under ROC curve
0.9333
Per class
Cross-validation details (33% Holdout set)
F measure
0.9718
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7517
Cross-validation details (33% Holdout set)
KB relative information score
788.3413
Cross-validation details (33% Holdout set)
Mean absolute error
0.0429
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.1193
Cross-validation details (33% Holdout set)
Number of instances
1244
Per class
Cross-validation details (33% Holdout set)
Precision
0.974
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9743
Cross-validation details (33% Holdout set)
Prior entropy
0.3333
Cross-validation details (33% Holdout set)
Recall
0.9743
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3594
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.2482
Cross-validation details (33% Holdout set)
Root mean squared error
0.1585
Cross-validation details (33% Holdout set)
Root relative squared error
0.6386
Cross-validation details (33% Holdout set)