Run
1781231

Run 1781231

Task 10090 (Supervised Classification) amazon-commerce-reviews Uploaded 25-07-2016 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.RandomForest(9)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(9)_I100
weka.RandomForest(9)_K64
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1

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
0.9056
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4579
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4599
Cross-validation details (10-fold Crossvalidation)
KB relative information score
478.2523
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0359
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0392
Cross-validation details (10-fold Crossvalidation)
Number of instances
1500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4712
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4707
Cross-validation details (10-fold Crossvalidation)
Prior entropy
5.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.4707
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9169
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.14
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1308
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9341
Cross-validation details (10-fold Crossvalidation)