DEVELOPMENT... OpenML
Run
147184

Run 147184

Task 3735 (Supervised Classification) pollen Uploaded 02-02-2015 by Felicia West
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Flow

weka.Bagging_IBk(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(2)_I40
weka.Bagging_IBk(2)_P100
weka.Bagging_IBk(2)_S1
weka.Bagging_IBk(2)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(2)_num-slots1
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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
0.4874
Per class
F measure
0.4812
Per class
Kappa
-0.0374
KB relative information score
-80.9777
Mean absolute error
0.5091
Mean prior absolute error
0.5
Number of instances
3848
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4813
Per class
Predictive accuracy
0.4813
Prior entropy
1
Recall
0.4813
Per class
Relative absolute error
1.0181
Root mean prior squared error
0.5
Root mean squared error
0.6135
Root relative squared error
1.227
SciMark benchmark
936.6206
UserCPU time millis
40710
UserCPU time millis testing
40680
UserCPU time millis training
30