Run
532986

Run 532986

Task 3865 (Supervised Classification) ipums_la_98-small Uploaded 05-03-2016 by Martijn Post
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  • study_15 study_20 weka weka_3.7.13
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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
0.8386
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8507
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.049
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1585.1936
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1571
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1891
Cross-validation details (10-fold Crossvalidation)
Number of instances
7485
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.8541
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8942
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4871
Cross-validation details (10-fold Crossvalidation)
Recall
0.8942
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.831
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3074
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2835
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9222
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1806.5905
UserCPU time millis
2246.4144
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
624.004
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1622.4104
Cross-validation details (10-fold Crossvalidation)