OpenML
577678

Run 577678

Task 7287 (Supervised Classification) adult Uploaded 02-06-2016 by Jan van Rijn
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Flow

weka.RandomForest(9)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
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.

22 Evaluation measures

Area under ROC curve
0.8747
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.0854
Cross-validation details (10-fold Crossvalidation)
F measure
0.8244
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5061
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19624.9655
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2025
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.8221
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8292
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8292
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8113
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1548.7082
Total cost
4172
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22410
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
7430
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
14980
Cross-validation details (10-fold Crossvalidation)