Run
1672856

Run 1672856

Task 3021 (Supervised Classification) sick Uploaded 21-07-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_RandomForest(9)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.Bagging_RandomForest(9)_P100
weka.Bagging_RandomForest(9)_S1
weka.Bagging_RandomForest(9)_num-slots1
weka.Bagging_RandomForest(9)_I10
weka.Bagging_RandomForest(9)_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.

17 Evaluation measures

Area under ROC curve
0.9967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9816
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.833
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2440.0088
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0357
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.982
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9825
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9825
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3096
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1148
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4789
Cross-validation details (10-fold Crossvalidation)