Run
578148

Run 578148

Task 2073 (Supervised Classification) yeast Uploaded 03-06-2016 by Jan van Rijn
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Flow

weka.Bagging_RandomTree(9)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.RandomTree(11)_K0
weka.RandomTree(11)_M1.0
weka.RandomTree(11)_V0.001
weka.RandomTree(11)_S1
weka.Bagging_RandomTree(9)_P100
weka.Bagging_RandomTree(9)_S1
weka.Bagging_RandomTree(9)_num-slots1
weka.Bagging_RandomTree(9)_I10
weka.Bagging_RandomTree(9)_Wweka.classifiers.trees.RandomTree

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
0.8117
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.466
Cross-validation details (10-fold Crossvalidation)
KB relative information score
717.0738
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1555
Cross-validation details (10-fold Crossvalidation)
Number of instances
1484
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
0.5855
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.591
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.591
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6514
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8541
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1444.118
UserCPU time millis
120
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
110
Cross-validation details (10-fold Crossvalidation)